Parameter extraction of solar photovoltaic models using queuing search optimization and differential evolution

AA Abd El-Mageed, AA Abohany, HMH Saad… - Applied Soft …, 2023 - Elsevier
Given the photovoltaic (PV) model's multi-model and nonlinear properties, extracting its
parameters is a difficult problem to solve. Furthermore, because of the features of the …

Parameter extraction of solar photovoltaic models by means of a hybrid differential evolution with whale optimization algorithm

G Xiong, J Zhang, X Yuan, D Shi, Y He, G Yao - Solar Energy, 2018 - Elsevier
Parameter extraction of solar photovoltaic (PV) models is a typical complex nonlinear
multivariable strongly coupled optimization problem. The original differential evolution (DE) …

[HTML][HTML] Parameter identification of solar photovoltaic cell and module models via supply demand optimizer

AM Shaheen, RA El-Seheimy, G Xiong, E Elattar… - Ain Shams Engineering …, 2022 - Elsevier
The extraction of photovoltaic (PV) module parameters is regarded as a critical topic for
assessing the performance of PV energy systems. The Supply-Demand-Based Optimization …

An advanced onlooker-ranking-based adaptive differential evolution to extract the parameters of solar cell models

N Muangkote, K Sunat, S Chiewchanwattana… - Renewable Energy, 2019 - Elsevier
Solar cells are one of the renewable energy sources that have been widely used. The
parameters extraction plays an important role in the speed and accuracy of models …

Backtracking search algorithm with competitive learning for identification of unknown parameters of photovoltaic systems

Y Zhang, M Ma, Z Jin - Expert Systems with Applications, 2020 - Elsevier
Metaheuristic algorithms have been successfully used to parameter identification of
photovoltaic systems. However, this still faces the following two challenges. Firstly, most of …

Comprehensive learning Jaya algorithm for parameter extraction of photovoltaic models

Y Zhang, M Ma, Z Jin - Energy, 2020 - Elsevier
Given strong global search ability and less sensitive to initial solutions, many metaheuristic
algorithms have been successful used to extract the unknown parameters of photovoltaic …

[HTML][HTML] Heterogeneous differential evolution algorithm for parameter estimation of solar photovoltaic models

D Wang, X Sun, H Kang, Y Shen, Q Chen - Energy Reports, 2022 - Elsevier
The behavior of a photovoltaic (PV) system can be derived from its current–voltage
characteristics, depending on its unknown circuit model parameters. It is significant to …

Parameter estimation of photovoltaic models with memetic adaptive differential evolution

S Li, W Gong, X Yan, C Hu, D Bai, L Wang - Solar Energy, 2019 - Elsevier
Parameter estimation of photovoltaic (PV) models plays an important role in the simulation,
evaluation, and control of PV systems. In the past decade, although many meta-heuristic …

An improved differential evolution for parameter identification of photovoltaic models

S Yuan, Y Ji, Y Chen, X Liu, W Zhang - Sustainability, 2023 - mdpi.com
Photovoltaic (PV) systems are crucial for converting solar energy into electricity.
Optimization, control, and simulation for PV systems are important for effectively harnessing …

A state-of-the-art differential evolution algorithm for parameter estimation of solar photovoltaic models

S Gao, K Wang, S Tao, T Jin, H Dai, J Cheng - Energy Conversion and …, 2021 - Elsevier
Photovoltaic (PV) generation systems are vital to the utilization of the sustainable and
pollution-free solar energy. However, the parameter estimation of PV systems remains very …